##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 387797  37.685%  (99.850% of non-spam corpus)
# Correctly spam:     581060  56.466%  (90.696% of spam corpus)
# False positives:       582  0.057%  (0.150% of nonspam,  86736 weighted)
# False negatives:     59606  5.792%  (9.304% of spam, 110716 weighted)
# Average score for spam:  14.8    nonspam: -2.1
# Average for false-pos:   9.0  false-neg: 1.9
# TOTAL:              1029045  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48302  99.79%
# Correctly spam:      72706  90.94%
# False positives:       104  0.21%
# False negatives:      7247  9.06%
# TCR(l=50): 6.423476  SpamRecall: 90.936%  SpamPrec: 99.857%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 386477  99.51%
# Correctly spam:     456295  71.22%
# False positives:      1902  0.49%
# False negatives:    184371  28.78%
# TCR(l=50): 2.292424  SpamRecall: 71.222%  SpamPrec: 99.585%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48148  99.47%
# Correctly spam:      57211  71.56%
# False positives:       258  0.53%
# False negatives:     22742  28.44%
# TCR(l=50): 2.243224  SpamRecall: 71.556%  SpamPrec: 99.551%